Samsung Electronics Co., Ltd.

Ki-seok Kwon

Suk-jin Kim

Jae-un Park

Kang-jin Yoon

Dong-kwan Suh

Do-Hyung Kim

Young-hwan Park

Seung-won Lee

Scott Mahlke

Min-Wook Ahn

Yong-Jun Park

Jong-hun Lee

Chae-seok Im

Young-Hwan Park

Hyeong-Seok Yu

Han-su Cho

Jung-uk Cho

Kyoung-hoon Kim

Dong-Kwan Suh

Chul-soo Park

Sang-Bok Han

Sang-suk Lee

An electronic apparatus for performing machine learning a method of machine learning, and a non-transitory computer-readable recording medium are provided. The electronic apparatus includes an operation module configured to include a plurality of processing elements arranged in a predetermined pattern and share data between the plurality of processing elements which are adjacent to each other to perform an operation; and a processor configured to control the operation module to perform a convolution operation by applying a filter to input data, wherein the processor controls the operation module to perform the convolution operation by inputting each of a plurality of elements configuring a two-dimensional filter to the plurality of processing elements in a predetermined order and sequentially applying the plurality of elements to the input data.

Electronic apparatus for operating machine learning and method for operating machine learning

A vector processor is disclosed. The vector processor includes a plurality of register files provided to each of a plurality of single instruction multiple data (SIMD) lanes, storing each of a plurality of pieces of data, and respectively outputting input data to be used in a current cycle among the plurality of pieces of data, a shuffle unit for receiving a plurality of pieces of input data outputted from the plurality of register files, and performing shuffling such that the received plurality of pieces of input data respectively correspond to the plurality of SIMD lanes and outputting the same; and a command execution unit for performing a parallel operation by receiving input data outputted from the shuffle unit.

Vector processor and control method therefor

Provided is a data processing method including the operations of storing, in a register, a first immediate portion included in a first instruction, from among the first immediate portion and a second immediate portion that constitute an immediate value, which is an operand; determining the immediate value by catenating the second immediate portion included in a second instruction with the stored first immediate portion; and performing an operation by using a value indicated by the second instruction and the determined immediate value.

Method and device for processing an instruction having multi-instruction data including configurably concatenating portions of an immediate operand from two of the instructions

A data input/output unit is provided. The data input/output unit which is connected to a processor, and receives and outputs data in sequence based on a first schedule includes a first input first output (FIFO) memory connected to an external unit and the processor; and a reordering buffer connected to one side of the FIFO memory, and store data outputted from, or inputted to, the FIFO memory in a plurality of buffer regions in sequence, and output data stored in one of the plurality of buffer regions based on a control signal provided from the processor.

Data input/output unit, electronic apparatus, and control methods thereof

A memory management method includes determining a stride value for stride access by referring to a size of two-dimensional (2D) data, and allocating neighboring data in a vertical direction of the 2D data to a plurality of banks that are different from one another according to the determined stride value. Thus, the data in the vertical direction may be efficiently accessed by using a memory having a large data width.

Memory management method and apparatus

Provided are a reconfigurable processor and a method of operating the same, the reconfigurable processor including: a configurable memory configured to receive a task execution instruction from a control processor; and a plurality of reconfigurable arrays, each configured to receive configuration information from the configurable memory, wherein each of the plurality of reconfigurable arrays simultaneously executes a task based on the configuration information.

Reconfigurable processor and operation method therefor

A method of controlling a processor includes receiving from a command buffer a first command corresponding to a first instruction that is processed by a second processing core and starting processing of the first command by the first processing core, storing in the command buffer a second command corresponding to a second instruction that is processed by the second processing core before the processing of the first command is completed, and starting processing of a third instruction by the second processing core before the processing of the first command is completed.

Processor and method of controlling the same

A direct memory access (DMA) controller is provided. The DMA controller includes a processor interface configured to directly receive information representing a first operation sent by a processor to a buffer, and transmit data corresponding to the first operation stored in the buffer to the processor core or record data corresponding to the first operation in the buffer, and a buffer group connected to the processor interface, and including a plurality of buffers.

Direct memory access controller and system for accessing channel buffer

A processor, apparatus and method to use a multiple store instruction based on physical addresses of registers are provided. The processor is configured to execute an instruction to store data of a plurality of registers in a memory, the instruction including a first area in which a physical address of each of the registers is written. An instruction generating apparatus is configured to generate an instruction to store data of a plurality of registers in a memory, the instruction including a first area in which a physical address of each of the registers is written. An instruction generating method includes detecting a code area that instructs to store data of a plurality of registers in a memory, from a program code. The instruction generating method further includes generating an instruction corresponding to the code area by mapping physical addresses of the registers to a first area of the instruction.

Processor, apparatus and method for generating instructions

A reconfigurable processor includes a plurality of mini-cores and an external network to which the mini-cores are connected. Each of the mini-cores includes a first function unit including a first group of operation elements, a second function unit including a second group of operation elements that is different from the first group of operation elements, and an internal network to which the first function unit and the second function unit are connected.

Reconfigurable processor and mini-core of reconfigurable processor

A technology for controlling a reconfigurable processor is provided. The reconfigurable processor dynamically loads configuration data from a peripheral memory to a configuration memory while a program is being executed, in place of loading all compiled configuration data in advance into the configuration memory when booting commences. Accordingly, a reduction in capacity of a configuration memory may be achieved.

Reconfigurable processor and method of reconfiguring the same

Provided is a memory controller that manages memory access requests between the processor and the memory. In response to the memory controller receiving two or more memory access requests for the same area of memory, the memory controller is configured to stall the memory controller and sequentially process the memory access requests.

Memory controller and memory control method

An apparatus and method capable of reducing idle resources in a multicore device and improving the use of available resources in the multicore device are provided. The apparatus includes a static scheduling unit configured to generate one or more task groups, and to allocate the task groups to virtual cores by dividing or combining the tasks included in the task groups based on the execution time estimates of the task groups. The apparatus also includes a dynamic scheduling unit configured to map the virtual cores to physical cores.

Compiling apparatus and method of a multicore device

A multiport data cache apparatus and a method of controlling the same are provided. The multiport data cache apparatus includes a plurality of cache banks configured to share a cache line, and a data cache controller configured to receive cache requests for the cache banks, each of which including a cache bank identifier, transfer the received cache requests to the respective cache banks according to the cache bank identifiers, and process the cache requests independently from one another.

Multiport data cache apparatus and method of controlling the same

Provided is a Direct Memory Access (DMA) controller which provides a function of searching for a specific pattern from data being transmitted during DMA transmission. The DMA controller stores at least one pattern value. The DMA controller compares data being transmitted to a pattern value while transmitting the data using a DMA method, and generates, in response to data matching the pattern value being detected, a signal indicating that the data matching the pattern value has been detected. The DMA controller stores an address of the data matching the pattern value in response to the generated signal.

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Seoul, South Korea

Ki-seok Kwon